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Introduction
Comprehensive Trade-off Strategies and Techniques
References
Cost Optimization & Trade-offs
Model Selection & Routing
Caching Strategies
Model Compression
Batching Techniques
Speculative Decoding
Streaming & Output Control
Context Window Management
Output Length Control
Infrastructure & Deployment
Sampling & Generation Parameters
Prompt Engineering & Optimization
Prompt Compression
Model Routing & Cascading
Fine-tuning vs RAG
Embedding Models
Monitoring & Observability
Request Prioritization & Scheduling
Guardrails & Budget Controls
Rate Limiting & Multi-tenancy
Asynchronous Processing
Structured Output & JSON
Load Balancing & Auto-Scaling
Edge Deployment